{"id":"W2611927644","doi":"10.18260/p.25629","title":"MAKER: Light-Up Star Floor","year":2016,"lang":"en","type":"article","venue":"","topic":"Science Education and Perceptions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Star (game theory); Stars; Sky; Constellation; Globe; Engineering education; Computer science; Engineering; Astronomy; Physics; Mechanical engineering; Psychology; Astrophysics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007696544,0.0009069947,0.000460681,0.0007926192,0.003091469,0.003378889,0.001219814,0.001776607,0.3813013],"category_scores_gemma":[0.001704253,0.0006234035,0.0006191567,0.000388409,0.0006669089,0.002244922,0.002713455,0.002538955,0.1149341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005713345,"about_ca_system_score_gemma":0.000645553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001259094,"about_ca_topic_score_gemma":0.005000704,"domain_scores_codex":[0.9993887,0.00006961675,0.00001545121,0.00009081815,0.000281918,0.0001534581],"domain_scores_gemma":[0.9989795,0.00008464461,0.0000183596,0.00009772051,0.0003408086,0.0004789283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004744418,0.000254224,0.0007013567,0.0003065474,0.000009425687,0.001143973,0.001433128,0.0002380507,0.01043668,0.009212437,0.8934116,0.0823781],"study_design_scores_gemma":[0.0000337296,0.000145115,0.0007415215,0.00005080847,0.000007753098,0.0004038667,0.0007878369,0.0003120664,0.004090709,0.001064612,0.9923314,0.00003062797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02600229,0.0008130866,0.02005815,0.0074949,0.01518652,0.0007132789,0.001632322,0.008542632,0.9195569],"genre_scores_gemma":[0.06055097,0.0004199989,0.019107,0.002018605,0.0009553657,0.000164632,0.0008340663,0.003267611,0.9126817],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3813013,"threshold_uncertainty_score":0.8824986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0650989798449296,"score_gpt":0.3853435651645728,"score_spread":0.3202445853196432,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}